The transformation of social video into a transactional sales channel has rewritten the fundamentals of digital retail across North America. Consumer behavior in North America has shifted away from passive search-based purchasing toward discovery-driven commerce. Short-form video feeds and live broadcasts now serve as virtual storefronts, capturing buyer intent at the precise moment of engagement. Entering this dynamic ecosystem requires a transition from traditional pay-per-